feat: migrate embeddings to Candle WASM + remove semantic type inference
Major architectural changes: 1. EMBEDDINGS ENGINE (ONNX → Candle WASM): - Replace ONNX Runtime with Rust Candle compiled to WASM - Embedded model in WASM binary (no external downloads) - Quantized Q8 precision with <50MB memory footprint - Zero-download, offline-first operation - Same embedding quality (all-MiniLM-L6-v2) 2. REMOVE SEMANTIC TYPE INFERENCE: - Delete embeddedKeywordEmbeddings.ts (14MB of pre-computed embeddings) - Remove typeAwareQueryPlanner.ts and semanticTypeInference.ts - Remove VerbExactMatchSignal (uses keyword embeddings) - Update SmartRelationshipExtractor to 3 signals (55%/30%/15% weights) API CHANGES (requires v7.0.0): - Removed: inferTypes(), inferNouns(), inferVerbs(), inferIntent() - Removed: getSemanticTypeInference(), SemanticTypeInference class - Removed: TypeInference, SemanticTypeInferenceOptions types Users can still use natural language queries in find() - they just need to specify type explicitly for type-optimized searches. PACKAGE SIZE IMPACT: - Compressed: 90.1 MB → 86.2 MB (-4.3%) - Uncompressed: 114.4 MB → 100.3 MB (-12%) - ~448K lines of code removed 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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src/index.ts
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src/index.ts
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@ -486,18 +486,6 @@ import { getNounTypes, getVerbTypes, getNounTypeMap, getVerbTypeMap } from './ut
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// Export BrainyTypes for complete type management
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import { BrainyTypes, TypeSuggestion, suggestType } from './utils/brainyTypes.js'
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// Export Semantic Type Inference - THE ONE unified system (nouns + verbs)
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import {
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inferTypes,
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inferNouns,
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inferVerbs,
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inferIntent,
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getSemanticTypeInference,
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SemanticTypeInference,
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type TypeInference,
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type SemanticTypeInferenceOptions
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} from './query/semanticTypeInference.js'
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export {
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NounType,
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VerbType,
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@ -507,20 +495,11 @@ export {
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getVerbTypeMap,
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// BrainyTypes - complete type management
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BrainyTypes,
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suggestType,
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// Semantic Type Inference - Unified noun + verb inference
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inferTypes, // Main function - returns all types (nouns + verbs)
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inferNouns, // Convenience - noun types only
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inferVerbs, // Convenience - verb types only
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inferIntent, // Best for query understanding - returns {nouns, verbs}
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getSemanticTypeInference,
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SemanticTypeInference
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suggestType
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}
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export type {
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TypeSuggestion,
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TypeInference,
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SemanticTypeInferenceOptions
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TypeSuggestion
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}
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// Export MCP (Model Control Protocol) components
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